Integrated Modeling for Remaining Useful Life Prediction and System Health Management

Project: Research

Research Output

  1. 2020
  2. Published

    Lifespan prediction of lithium-ion batteries based on various extracted features and gradient boosting regression tree model

    Yang, F., Wang, D., Xu, F., Huang, Z. & Tsui, K., 15 Nov 2020, In: Journal of Power Sources. 476, 228654.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 118
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  3. 2018
  4. Published

    A Wavelet-Based Statistical Approach for Monitoring and Diagnosis of Compound Faults With Application to Rolling Bearings

    Fan, W., Zhou, Q., Li, J. & Zhu, Z., Oct 2018, In: IEEE Transactions on Automation Science and Engineering. 15, 4, p. 1563-1572

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 58
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  5. Published

    Remaining useful life prediction for hard failures using joint model with extended hazard

    Man, J. & Zhou, Q., Jul 2018, In: Quality and Reliability Engineering International. 34, 5, p. 748-758

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 13
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  6. Published

    A study of the relationship between coulombic efficiency and capacity degradation of commercial lithium-ion batteries

    Yang, F., Wang, D., Zhao, Y., Tsui, K. & Bae, S. J., 15 Feb 2018, In: Energy. 145, p. 486-495

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 218
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  7. Published

    Sparsity guided empirical wavelet transform for fault diagnosis of rolling element bearings

    Wang, D., Zhao, Y., Yi, C., Tsui, K. & Lin, J., 15 Feb 2018, In: Mechanical Systems and Signal Processing. 101, p. 292-308

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 221
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  8. Published

    Brownian motion with adaptive drift for remaining useful life prediction: Revisited

    Wang, D. & Tsui, K., 15 Jan 2018, In: Mechanical Systems and Signal Processing. 99, p. 691-701

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 99
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  9. Published

    Two novel mixed effects models for prognostics of rolling element bearings

    Wang, D. & Tsui, K., 15 Jan 2018, In: Mechanical Systems and Signal Processing. 99, p. 1-13

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 58
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  10. Published

    Theoretical investigation of the upper and lower bounds of a generalized dimensionless bearing health indicator

    Wang, D. & Tsui, K., 1 Jan 2018, In: Mechanical Systems and Signal Processing. 98, p. 890-901

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 53
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  11. Published

    Making EEMD more effective in extracting bearing fault features for intelligent bearing fault diagnosis by using blind fault component separation

    Wang, D., Yi, C. & Tsui, K. L., 2018, In: Journal of Intelligent and Fuzzy Systems. 34, 6, p. 3429-3441

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
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  12. 2017
  13. Published

    Statistical Modeling of Bearing Degradation Signals

    Wang, D. & Tsui, K., Dec 2017, In: IEEE Transactions on Reliability. 66, 4, p. 1331-1344

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 81
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  14. Published

    Battery remaining useful life prediction at different discharge rates

    Wang, D., Yang, F., Zhao, Y. & Tsui, K., Nov 2017, In: Microelectronics Reliability. 78, p. 212-219

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 64
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  15. Published

    Nonlinear-drifted Brownian motion with multiple hidden states for remaining useful life prediction of rechargeable batteries

    Wang, D., Zhao, Y., Yang, F. & Tsui, K., 1 Sept 2017, In: Mechanical Systems and Signal Processing. 93, p. 531-544

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 83
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  16. Published

    Prognostics of Lithium-ion batteries based on state space modeling with heterogeneous noise variance

    Wang, D., Yang, F., Zhao, Y. & Tsui, K. L., Aug 2017, In: Microelectronics Reliability. 75, p. 1-8

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 25
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  17. Published

    Dynamic Bayesian wavelet transform: New methodology for extraction of repetitive transients

    Wang, D. & Tsui, K., 1 May 2017, In: Mechanical Systems and Signal Processing. 88, p. 137-144

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 51
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  18. Published

    Prognostics of Li(NiMnCo)O2-based lithium-ion batteries using a novel battery degradation model

    Yang, F., Wang, D., Xing, Y. & Tsui, K., Mar 2017, In: Microelectronics Reliability. 70, p. 70-78

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 97
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  19. 2016
  20. Published

    Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter

    Wang, D., Yang, F., Tsui, K., Zhou, Q. & Bae, S. J., Jun 2016, In: IEEE Transactions on Instrumentation and Measurement. 65, 6, p. 1282-1291

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 229
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  21. Published

    Novel Gauss-Hermite integration based Bayesian inference on optimal wavelet parameters for bearing fault diagnosis

    Wang, D., Tsui, K. & Zhou, Q., May 2016, In: Mechanical Systems and Signal Processing. 72-73, p. 80-91

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 22
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  22. Published

    A comparative study of three model-based algorithms for estimating state-of-charge of lithium-ion batteries under a new combined dynamic loading profile

    Yang, F., Xing, Y., Wang, D. & Tsui, K., 15 Feb 2016, In: Applied Energy. 164, p. 387-399

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 173
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  23. Published

    Differential evolution-based feature selection and parameter optimisation for extreme learning machine in tool wear estimation

    Yang, W., Zhou, Q. & Tsui, K., 2016, In: International Journal of Production Research. 54, 15, p. 4703-4721

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 31
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  24. 2015
  25. Published

    Distance-based analysis of dynamical systems reconstructed from vibrations for bearing diagnostics

    Ng, S. S. Y., Cabrera, J., Tse, P. W. T., Chen, A. H. & Tsui, K. L., Apr 2015, In: Nonlinear Dynamics. 80, 1-2, p. 147-165

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 13
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